Artificial Intelligence

Published research on AI systems, reasoning, planning, knowledge representation, and intelligent agents from OpenAlex.

Sample of the collection (25 of 123 items)

• DETRs Beat YOLOs on Real-time Object Detection Baidu (China) The YOLO series has become the most popular frame-work for real-time object detection due to its reasonable trade-off between speed and…
• 3D Gaussian Splatting for Real-Time Radiance Field Rendering Institut national de recherche en sciences et technologies du numérique Radiance Field methods have recently revolutionized novel-view synthesis of scenes captured with multiple photos or videos. However,…
• Instant neural graphics primitives with a multiresolution hash encoding Thomas Müller et al. Neural graphics primitives, parameterized by fully connected neural networks, can be costly to train and evaluate. We reduce this cost…
• SwinIR: Image Restoration Using Swin Transformer ETH Zurich Image restoration is a long-standing low-level vision problem that aims to restore high-quality images from low-quality images (e.g.,…
• On the Dangers of Stochastic Parrots University of Washington The past 3 years of work in NLP have been characterized by the development and deployment of ever larger language models, especially for…
• The ARRIVE guidelines 2.0: Updated guidelines for reporting animal research National Centre for the Replacement Refinement and Reduction of Animals in Research Reproducible science requires transparent reporting. The ARRIVE guidelines (Animal Research: Reporting of In Vivo Experiments) were…
• What is AI Literacy? Competencies and Design Considerations Georgia Institute of Technology Artificial intelligence (AI) is becoming increasingly integrated in user-facing technology, but public understanding of these…
• BlobToolKit – Interactive Quality Assessment of Genome Assemblies Wellcome Sanger Institute Reconstruction of target genomes from sequence data produced by instruments that are agnostic as to the species-of-origin may be…
• Present and Future of Surface-Enhanced Raman Scattering CIC biomaGUNE The discovery of the enhancement of Raman scattering by molecules adsorbed on nanostructured metal surfaces is a landmark in the history…
• Deep learning in remote sensing applications: A meta-analysis and review Texas Tech University Deep learning (DL) algorithms have seen a massive rise in popularity for remote-sensing image analysis over the past few years. In this…
• Are We Speaking the Same Language? Recommendations for a Definition and Categorization Framework for Plastic Debris Technical University of Denmark The accumulation of plastic litter in natural environments is a global issue. Concerns over potential negative impacts on the economy,…
• Unmanned Aerial Vehicles (UAVs): A Survey on Civil Applications and Key Research Challenges Yarmouk University The use of unmanned aerial vehicles (UAVs) is growing rapidly across many civil application domains, including real-time monitoring,…
• Crystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties Massachusetts Institute of Technology The use of machine learning methods for accelerating the design of crystalline materials usually requires manually constructed feature…
• FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks University of Freiburg The FlowNet demonstrated that optical flow estimation can be cast as a learning problem. However, the state of the art with regard to…
• Citation-based clustering of publications using CitNetExplorer and VOSviewer Leiden University Clustering scientific publications in an important problem in bibliometric research. We demonstrate how two software tools,…
• Past, Present, and Future of Simultaneous Localization and Mapping: Toward the Robust-Perception Age ETH Zurich Simultaneous localization and mapping (SLAM) consists in the concurrent construction of a model of the environment (the map), and the…
• Past, present, and future of simultaneous localization and mapping: Toward the robust-perception age ETH Zurich Simultaneous localization and mapping (SLAM) consists in the concurrent construction of a model of the environment (the map), and the…
• Long short-term memory recurrent neural network architectures for large scale acoustic modeling Haşim Sak et al. Long Short-Term Memory (LSTM) is a specific recurrent neural network (RNN) architecture that was designed to model temporal sequences…
• Sensitivity and False Alarm Rate of a Fall Sensor in Long-Term Fall Detection in the Elderly Oulu University Hospital BACKGROUND: About a third of home-dwelling older people fall each year, and institutionalized older people even report a two- or…
• Global Contrast Based Salient Region Detection Nankai University Automatic estimation of salient object regions across images, without any prior assumption or knowledge of the contents of the…
• Weighted Nuclear Norm Minimization with Application to Image Denoising Hong Kong Polytechnic University As a convex relaxation of the low rank matrix factorization problem, the nuclear norm minimization has been attracting significant…
• Describing Textures in the Wild University of Oxford Patterns and textures are key characteristics of many natural objects: a shirt can be striped, the wings of a butterfly can be veined,…
• Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays Johns Hopkins University MOTIVATION: The recently released Infinium HumanMethylation450 array (the '450k' array) provides a high-throughput assay to quantify DNA…
• <b>NbClust</b>: An<i>R</i>Package for Determining the Relevant Number of Clusters in a Data Set Malika Charrad et al. Clustering is the partitioning of a set of objects into groups (clusters) so that objects within a group are more similar to each others…
• The New Statistics La Trobe University We need to make substantial changes to how we conduct research. First, in response to heightened concern that our published research…

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